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Zendesk's Verified-Resolution Architecture: Outcome Billing Requires a Second AI to Audit the First
At Relate 2026, Zendesk replaced deflection bots with an 'Autonomous Service Workforce' on a Resolution Platform trained on ~20B ticket interactions, charging only for resolutions verified twice — once by the resolving agent and again by an independent AI evaluation model, with spam excluded. CEO Tom Eggemeier declared 'the era of the chatbot... is over.' The notable primitive for builders: credible outcome pricing forces an audit layer — you can't bill on resolutions without a second model adjudicating them. (Announced 2026-05-19; cited here for its pricing-architecture pattern.)
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